A tremor, almost imperceptible, ran through Amelia as she read the words. The apology, carefully constructed, laid bare the years of silence. She placed the letter on the mahogany desk, its polished surface reflecting the afternoon sun. She didn't look at it again, not directly.

Instead, she turned her attention to the garden outside. The roses, in full bloom, were a riot of color, a stark contrast to the sterile white of the envelope. She clipped a few, the thorns pricking her fingers. She allowed a single drop of blood to fall, staining a pristine petal, before taking the shears and snapping the stems in two.

"Unbelievable," she murmured to the empty air, the sound brittle and cold.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242